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Text Classification

6,754 papers

Papers per year

Papers

Less is More: Attention Supervision with Counterfactuals for Text Classification EMNLP 2020
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification EMNLP 2020
APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning EMNLP 2020
Textual Data Augmentation for Efficient Active Learning on Tiny Datasets EMNLP 2020
Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments EMNLP 2020
HABERTOR: An Efficient and Effective Deep Hatespeech Detector EMNLP 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020
Active Learning for BERT: An Empirical Study EMNLP 2020
Text Graph Transformer for Document Classification EMNLP 2020
META: Metadata-Empowered Weak Supervision for Text Classification EMNLP 2020
Towards More Accurate Uncertainty Estimation In Text Classification EMNLP 2020
Chapter Captor: Text Segmentation in Novels EMNLP 2020
Authorship Attribution for Neural Text Generation EMNLP 2020
NwQM: A neural quality assessment framework for Wikipedia EMNLP 2020
Towards Modeling Revision Requirements in wikiHow Instructions EMNLP 2020
Natural Language Processing for Achieving Sustainable Development: the Case of Neural Labelling to Enhance Community Profiling EMNLP 2020
Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models EMNLP 2020
Exploring the Role of Argument Structure in Online Debate Persuasion EMNLP 2020
Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations EMNLP 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation EMNLP 2020
A State-independent and Time-evolving Network for Early Rumor Detection in Social Media EMNLP 2020
What time is it? Temporal Analysis of Novels EMNLP 2020
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation EMNLP 2020
BERTweet: A pre-trained language model for English Tweets EMNLP 2020